Genetic feature selection in a fuzzy rule-based classification system learning process for high-dimensional problems

Feature Selection Algorithms Applied to Parkinson's Disease

ISMDA '01 Proceedings of the Second International Symposium on Medical Data Analysis

A feature selection technique for classificatory analysis

Pattern Recognition Letters

Weighting fuzzy classification rules using receiver operating characteristics (ROC) analysis

Information Sciences: an International Journal

A Novel Generic Hebbian Ordering-Based Fuzzy Rule Base Reduction Approach to Mamdani Neuro-Fuzzy System

Neural Computation

A proposed method for learning rule weights in fuzzy rule-based classification systems

Fuzzy Sets and Systems

Effective Gene Selection Method Using Bayesian Discriminant Based Criterion and Genetic Algorithms

Journal of Signal Processing Systems

Constructing accurate fuzzy classifiers: A new adaptive method for rule-weight specification

International Journal of Knowledge-based and Intelligent Engineering Systems

Design of a two-stage fuzzy classification model

Expert Systems with Applications: An International Journal

A multilayered neuro-fuzzy classifier with self-organizing properties

Fuzzy Sets and Systems

A Minimum Risk Wrapper Algorithm for Genetically Selecting Imprecisely Observed Features, Applied to the Early Diagnosis of Dyslexia

HAIS '08 Proceedings of the 3rd international workshop on Hybrid Artificial Intelligence Systems

Mutual information-based feature selection and partition design in fuzzy rule-based classifiers from vague data

International Journal of Approximate Reasoning

Extracting complex linguistic data summaries from personnel database via simple linguistic aggregations

Information Sciences: an International Journal

A Genetic Programming Approach to Feature Selection and Classification of Instantaneous Cognitive States

Proceedings of the 2007 EvoWorkshops 2007 on EvoCoMnet, EvoFIN, EvoIASP,EvoINTERACTION, EvoMUSART, EvoSTOC and EvoTransLog: Applications of Evolutionary Computing

Unsupervised Feature Selection in High Dimensional Spaces and Uncertainty

HAIS '09 Proceedings of the 4th International Conference on Hybrid Artificial Intelligence Systems

IFS-CoCo: Instance and feature selection based on cooperative coevolution with nearest neighbor rule

Pattern Recognition

On dynamic soft dimension reduction in evolving fuzzy classifiers

IPMU'10 Proceedings of the Computational intelligence for knowledge-based systems design, and 13th international conference on Information processing and management of uncertainty

On-line incremental feature weighting in evolving fuzzy classifiers

Fuzzy Sets and Systems

Soft computing decision support for a steel sheet incremental cold shaping process

IDEAL'11 Proceedings of the 12th international conference on Intelligent data engineering and automated learning

Extracting linguistic rules from data sets using fuzzy logic and genetic algorithms

Neurocomputing

Strengthening learning algorithms by feature discovery

Information Sciences: an International Journal

How to reduce dimension while improving performance

HAIS'12 Proceedings of the 7th international conference on Hybrid Artificial Intelligent Systems - Volume Part I

A hierarchical approach to multi-class fuzzy classifiers

Expert Systems with Applications: An International Journal

Feature subset selection Filter-Wrapper based on low quality data

Expert Systems with Applications: An International Journal

Enhancing learning algorithms to support data with short sequence features by automated feature discovery

Knowledge-Based Systems

An efficient multi-objective evolutionary fuzzy system for regression problems

International Journal of Approximate Reasoning

MEFES: An evolutionary proposal for the detection of exceptions in subgroup discovery. An application to Concentrating Photovoltaic Technology

Knowledge-Based Systems

A single-objective genetic-fuzzy approach for multi-objective fuzzy problems

Journal of Intelligent & Fuzzy Systems: Applications in Engineering and Technology